// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run Minitron 4B?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Minitron 4B on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 130k 60-73.3 t/s ~3-3.7 (slow)
Q8 yes 194k 120-146.7 t/s ~6-7.3 (slow)
Q4 yes 222k 214.3-261.9 t/s ~10.7-13.1 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Radeon RX 7900 XT run Minitron 4B?โ–ถ

Yes. At Q4 it generates ~214.3-261.9 tok/s and fits up to 222k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~10.7-13.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 222k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.